Dong Wei

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 80

Top Topics

Medical Image Segmentation

Domain Adaptation

Magnetic Resonance

Top Venues

Medical Image Anal.

Publications

Yuexiang Li, Yanping Wang, Guang Lin, Yawen Huang, Jingxin Liu, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Zhiqiang Zhang, Guangming Lu, Yefeng Zheng
Triplet-branch network with contrastive prior-knowledge embedding for disease grading. Artif. Intell. Medicine 149 (2024)
Tianwei Zhang, Dong Wei, Mengmeng Zhua, Shi Gu, Yefeng Zheng
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes. CoRR (2024)
Jinghan Sun, Dong Wei, Liansheng Wang, Yefeng Zheng
Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correction. Medical Image Anal. 93 (2024)
Tianwei Zhang, Dong Wei, Mengmeng Zhua, Shi Gu, Yefeng Zheng
Self-supervised learning for medical image data with anatomy-oriented imaging planes. Medical Image Anal. 94 (2024)
Qian Dai, Dong Wei, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation. AAAI (2024)
Conghao Xiong, Hao Chen, Hao Zheng, Dong Wei, Yefeng Zheng, Joseph J. Y. Sung, Irwin King
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction. CoRR (2024)
Qian Dai, Dong Wei, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng
Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation. CoRR (2024)
Hong Liu, Dong Wei, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng
Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. Medical Image Anal. 91 (2024)
Yuxuan Shi, Hong Wang, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng, Hongmeng Yu
A deep weakly semi-supervised framework for endoscopic lesion segmentation. Medical Image Anal. 90 (2023)
Zhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo, Dong Wei, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng, Raymond Kai-Yu Tong
Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. MICCAI (4) (2023)
Jinghan Sun, Dong Wei, Zhe Xu, Donghuan Lu, Hong Liu, Liansheng Wang, Yefeng Zheng
You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-Ray. MICCAI (1) (2023)
Hong Liu, Dong Wei, Donghuan Lu, Jinghan Sun, Liansheng Wang, Yefeng Zheng
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities. CoRR (2023)
Bo Liu, Donghuan Lu, Dong Wei, Xian Wu, Yan Wang, Yu Zhang, Yefeng Zheng
Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware Triage. IEEE Trans. Medical Imaging 42 (12) (2023)
Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images. CoRR (2023)
Hong Wang, Minghao Zhou, Dong Wei, Yuexiang Li, Yefeng Zheng
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images. MICCAI (10) (2023)
Lianyu Zhou, Dong Wei, Donghuan Lu, Wei Xue, Liansheng Wang, Yefeng Zheng
RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training. CoRR (2023)
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. CoRR (2023)
Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Hong Liu, Dong Wei, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse Annotations. CoRR (2023)
Hong Liu, Dong Wei, Donghuan Lu, Jinghan Sun, Liansheng Wang, Yefeng Zheng
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities. AAAI (2023)
Jinghan Sun, Dong Wei, Zhe Xu, Donghuan Lu, Hong Liu, Liansheng Wang, Yefeng Zheng
You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-ray. CoRR (2023)
Lianyu Zhou, Dong Wei, Donghuan Lu, Wei Xue, Liansheng Wang, Yefeng Zheng
RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training. ISBI (2023)
Dong Wei, Yawen Huang, Donghuan Lu, Yuexiang Li, Yefeng Zheng
Automatic view plane prescription for cardiac magnetic resonance imaging via supervision by spatial relationship between views. CoRR (2023)
Yinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei, Yefeng Zheng
A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images. MICCAI (3) (2023)
Dong Wei, Ying Sun, Ping Chai, Adrian Low, Sim Heng Ong
Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images. CoRR (2022)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. MICCAI (5) (2022)
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (5) (2022)
Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. CoRR (2022)
Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. CoRR (2022)
Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. CoRR (2022)
Dong Wei, Yiming Li, Yinyan Wang, Tianyi Qian, Yefeng Zheng
Deep Convolutional Neural Networks for Molecular Subtyping of Gliomas Using Magnetic Resonance Imaging. CoRR (2022)
Wenguang Yuan, Donghuan Lu, Dong Wei, Munan Ning, Yefeng Zheng
Multiscale Unsupervised Retinal Edema Area Segmentation in OCT Images. MICCAI (2) (2022)
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning. AAAI (2022)
Lin Wang, Munan Ning, Donghuan Lu, Dong Wei, Yefeng Zheng, Jie Chen
An Inclusive Task-Aware Framework for Radiology Report Generation. MICCAI (8) (2022)
Jinghan Sun, Dong Wei, Liansheng Wang, Yefeng Zheng
Lesion Guided Explainable Few Weak-Shot Medical Report Generation. MICCAI (5) (2022)
Jinghan Sun, Dong Wei, Liansheng Wang, Yefeng Zheng
Lesion Guided Explainable Few Weak-shot Medical Report Generation. CoRR (2022)
Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration. CoRR (2022)
Yuexiang Li, Jiawei Chen, Dong Wei, Yanchun Zhu, Jianrong Wu, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu, Tianyi Qian, Kai Ma, Yefeng Zheng
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. MICCAI (3) (2022)
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. CoRR (2022)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. CoRR (2022)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. CoRR (2022)
Dong Wei, Ying Sun, Sim Heng Ong, Ping Chai, Lynette L. Teo, Adrian F. Low
Three-Dimensional Segmentation of the Left Ventricle in Late Gadolinium Enhanced MR Images of Chronic Infarction Combining Long- and Short-Axis Information. CoRR (2022)
Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. ECCV (20) (2022)
Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration. MICCAI (6) (2022)
Dong Wei, Ying Sun, Sim Heng Ong, Ping Chai, Lynette L. Teo, Adrian F. Low
A Comprehensive 3-D Framework for Automatic Quantification of Late Gadolinium Enhanced Cardiac Magnetic Resonance Images. CoRR (2022)
Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Dong Wei, Yefeng Zheng, Raymond Kai-Yu Tong
Denoising for Relaxing: Unsupervised Domain Adaptive Fundus Image Segmentation Without Source Data. MICCAI (5) (2022)
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. CoRR (2022)
Yuexiang Li, Yanping Wang, Guang Lin, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Guangming Lu, Zhiqiang Zhang, Yefeng Zheng
Triplet-Branch Network with Prior-Knowledge Embedding for Fatigue Fracture Grading. MICCAI (5) (2021)
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation. CoRR (2021)
Dong Wei, Kai Ma, Yefeng Zheng
Training Automatic View Planner for Cardiac MR Imaging via Self-supervision by Spatial Relationship Between Views. MICCAI (6) (2021)
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
Multi-Anchor Active Domain Adaptation for Semantic Segmentation. ICCV (2021)
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. ISBI (2021)
Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. MICCAI (8) (2021)
Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data. CoRR (2021)
Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data. IEEE Trans. Medical Imaging 40 (10) (2021)
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. ISBI (2021)
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng
Generalized Organ Segmentation by Imitating One-Shot Reasoning Using Anatomical Correlation. IPMI (2021)
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation. CoRR (2021)
Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. AAAI (2021)
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. MICCAI (5) (2021)
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
Multi-Anchor Active Domain Adaptation for Semantic Segmentation. CoRR (2021)
Dong Wei, Kai Ma, Yefeng Zheng
Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views. CoRR (2021)
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. CoRR (2021)
Munan Ning, Cheng Bian, Dong Wei, Shuang Yu, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. IPMI (2021)
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. CoRR (2021)
Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng
Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship. CoRR (2021)
Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng
Learning and Exploiting Interclass Visual Correlations for Medical Image Classification. CoRR (2020)
Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation. CoRR (2020)
Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng
Superpixel-Guided Label Softening for Medical Image Segmentation. CoRR (2020)
Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng
Superpixel-Guided Label Softening for Medical Image Segmentation. MICCAI (4) (2020)
Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. IEEE Trans. Medical Imaging 39 (12) (2020)
Yanfei Liu, Yunqiao Yang, Yi Lin, Yuexiang Li, Dong Wei, Kai Ma, Yefeng Zheng
Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network. CADA@MICCAI (2020)
Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng
Learning and Exploiting Interclass Visual Correlations for Medical Image Classification. MICCAI (1) (2020)
Dong Wei, Yiming Li, Yinyan Wang, Tianyi Qian, Yefeng Zheng
Deep convolutional neural networks for molecular subtyping of gliomas using magnetic resonance imaging. Medical Imaging: Computer-Aided Diagnosis (2020)
Yuexiang Li, Dong Wei, Jiawei Chen, Shilei Cao, Hongyu Zhou, Yanchun Zhu, Jianrong Wu, Lan Lan, Wenbo Sun, Tianyi Qian, Kai Ma, Haibo Xu, Yefeng Zheng
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. CVPR (2020)
Dong Wei, Susan Weinstein, Meng-Kang Hsieh, Lauren Pantalone, Despina Kontos
Three-Dimensional Whole Breast Segmentation in Sagittal and Axial Breast MRI With Dense Depth Field Modeling and Localized Self-Adaptation for Chest-Wall Line Detection. IEEE Trans. Biomed. Eng. 66 (6) (2019)
Yu Chen, Jiawei Chen, Dong Wei, Yuexiang Li, Yefeng Zheng
OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images. MMMI@MICCAI (2019)
Dong Wei, Susan Weinstein, Meng-Kang Hsieh, Lauren Pantalone, Mitchell D. Schnall, Despina Kontos
Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation. Medical Imaging: Image Processing (2017)
Dong Wei, Ying Sun, Sim Heng Ong, Ping Chai, Lynette L. Teo, Adrian Low
Three-dimensional segmentation of the left ventricle in late gadolinium enhanced MR images of chronic infarction combining long- and short-axis information. Medical Image Anal. 17 (6) (2013)
Dong Wei, Ying Sun, Sim Heng Ong, Ping Chai, Lynette L. Teo, Adrian Low
A Comprehensive 3-D Framework for Automatic Quantification of Late Gadolinium Enhanced Cardiac Magnetic Resonance Images. IEEE Trans. Biomed. Eng. 60 (6) (2013)
Dong Wei, Ying Sun, Ping Chai, Adrian Low, Sim Heng Ong
Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images. MICCAI (3) (2011)
Dong Wei, Steven Zhiying Zhou, Du Xie
MTMR: A conceptual interior design framework integrating Mixed Reality with the Multi-Touch tabletop interface. ISMAR (2010)
Steven Zhiying Zhou, Derek Tan, Dong Wei, Yuta Nakayama
TangiCube: introducing bi-directional interactivity with a virtual agent in a tangible mixed reality environment. Advances in Computer Entertainment Technology (2009)
Jeng Hong Ho, Steven Zhiying Zhou, Dong Wei, Alfred Low
Investigating the Effects of Educational Game with Wii Remote on Outcomes of Learning. Trans. Edutainment 3 (2009)